16 citations · 16 across the 3 of their papers we have counts for
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cs.CL2026
Industry-Aligned Granular Topic Modeling
Sae Young Moon, Myeongjun Erik Jang, Haoyan Luo +3
Topic modeling has extensive applications in text mining and data analysis across various industrial sectors. Although the concept of granularity holds significant value for busine…
cs.CL2024
Tuning Language Models by Mixture-of-Depths Ensemble
Haoyan Luo, Lucia Specia
Transformer-based Large Language Models (LLMs) traditionally rely on final-layer loss for finetuning and final-layer representations for predictions, potentially overlooking the pr…
cs.CL2024★ 16 cited
From Understanding to Utilization: A Survey on Explainability for Large Language Models
Haoyan Luo, Lucia Specia
Explainability for Large Language Models (LLMs) is a critical yet challenging aspect of natural language processing. As LLMs are increasingly integral to diverse applications, thei…